Manan Tayal (tayalmanan28)

tayalmanan28

Geek Repo

Company:@StochLab, IISc Bangalore

Location:India

Home Page:tayalmanan28.github.io

Twitter:@tayalmanan28

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Organizations
EECS-Research-Symposium
Encrypt-Lab
Kreedo-Tech
StochLab
STRIDE
TM-Fin

Manan Tayal's starred repositories

FinRL

FinRL: Financial Reinforcement Learning. 🔥

Language:Jupyter NotebookLicense:MITStargazers:9481Issues:199Issues:707

PathPlanning

Common used path planning algorithms with animations.

Language:PythonLicense:MITStargazers:7715Issues:100Issues:42

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Language:PythonLicense:MITStargazers:6393Issues:41Issues:426

narrator

David Attenborough narrates your life

rob501

Mathematics for Robotics

PythonLinearNonlinearControl

PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.

Gym-Trading-Env

A simple, easy, customizable Gymnasium environment for trading.

Language:PythonLicense:MITStargazers:280Issues:14Issues:16

aerial_gym_simulator

Aerial Gym Simulator - Isaac Gym Simulator for Aerial Robots

Language:PythonLicense:BSD-3-ClauseStargazers:248Issues:12Issues:7

vision4leg

Toolkit for vision-guided quadrupedal locomotion research

BabyRobot

A Baby Robot's Guide to Reinforcement Learning

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:183Issues:5Issues:1

MuJoCo-Tutorial

Tutorial on how to get started with MuJoCo Simulation Platform. MuJoCo stands for Multi-Joint dynamics with Contact. It was acquired and made freely available by DeepMind in October 2021, and open sourced in May 2022. Feel free to contribute. Show your support by ✨this repository.

Language:Jupyter NotebookLicense:MITStargazers:125Issues:0Issues:14

neural_clbf

Toolkit for learning controllers based on robust control Lyapunov barrier functions

Language:PythonLicense:BSD-3-ClauseStargazers:117Issues:2Issues:13

Neural-Lyapunov-Control

Learning Lyapunov functions and control policies of nonlinear dynamical systems

Language:Jupyter NotebookStargazers:117Issues:4Issues:14

uav_geometric_control

Geometric controllers developed at FDCL for UAVs

Language:C++License:MITStargazers:108Issues:12Issues:3

mpc-cbf

Model Predictive Control with discrete-time Control Barrier Functions (MPC-CBF) for a wheeled mobile robot.

Language:PythonLicense:MITStargazers:95Issues:1Issues:4

vision_locomotion

Project Code for the paper "Learning Visual Locomotion with Cross-Modal Supervision" (ICRA2023)

PRELUDE

Official codebase for Perceptive Locomotion Under Dynamic Environments (PRELUDE)

Language:PythonLicense:MITStargazers:58Issues:1Issues:4

koopman_learning_and_control

Repository for Koopman based learning and nonlinear control

Language:CLicense:MITStargazers:33Issues:0Issues:0

RDF

Code release for RDF (Reachability-based Trajectory Design with Neural Implicit Safety Constraints)

Bayesian_CBF

Code for the paper "Control Barriers in Bayesian Learning of System Dynamics"

Language:Jupyter NotebookStargazers:21Issues:3Issues:0

Pdf-to-Word-Cloud

Creates a word cloud out of any PDF file

Language:PythonLicense:MITStargazers:14Issues:2Issues:0

Stride_bot

This is a quadruped simulated on pybullet physics engine, walking using trot and bound mechanisms

Language:PythonLicense:GPL-3.0Stargazers:14Issues:1Issues:0

RL-Trading-Agent

Profitable Reinforcement Learning Agent on Crypto Markets

Language:Jupyter NotebookStargazers:7Issues:3Issues:2

Learning-CBF-QP-MPC

Aircraft collision avoidance with CBF learned from expert demonstrations

Language:MATLABStargazers:5Issues:0Issues:0

Bipedal-Robot-Papers

Some Must Read Papers on Optimal Controls of Bipedal Robots

License:MITStargazers:5Issues:1Issues:0